Nonnegative low-rank tensor completion method for spatiotemporal traffic data

Author:

Zhao YongmeiORCID,Tuo Mingfu,Zhang Hongmei,Zhang Han,Wu Jiangnan,Gao Fengyin

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Hardware and Architecture,Media Technology,Software

Reference38 articles.

1. Atif SM, Qazi S, Gillis N (2019) Improved SVD-based initialization for nonnegative matrix factorization using low-rank correction. Pattern Recogn Lett 122:53–59

2. Bengua JA, Phien HN, Tuan HD et al (2017) Efficient tensor completion for color image and video recovery: Low-rank tensor train[J]. IEEE Trans Image Process 26(5):2466–2479

3. Bin R, Li S, Jian Z, Yang C, Huachun T (2016) Using Tensor Completion Method to Achieving Better Coverage of Traffic State Estimation from Sparse Floating Car Data.[J]. PLoS One 11:7

4. Chen X, Sun L (2021) Bayesian Temporal Factorization for Multidimensional Time Series Prediction[J]. IEEE Trans Pattern Anal Mach Intell 99:1

5. Chen B, Sun T, Zhou Z et al (2019) Nonnegative tensor completion via low- rank Tucker decomposition: model and algorithm[J]. IEEE Access 7:95903–95914

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